Toward a framework integrating augmented reality and virtual fixtures for safer robot-assisted lymphadenectomy

被引:0
|
作者
Chen, Ziyang [1 ]
Fan, Ke [1 ]
Cruciani, Laura [1 ]
Fontana, Matteo [2 ]
Muraglia, Lorenzo [3 ]
Ceci, Francesco [3 ]
Travaini, Laura [3 ]
Ferrigno, Giancarlo [1 ]
De Momi, Elena [1 ,2 ]
机构
[1] Politecn Milan, Dept Elect Informat & Bioengn, I-20133 Milan, Italy
[2] IRCCS, Dept Urol, European Inst Oncol, I-20141 Milan, Italy
[3] IRCCS, Dept Nucl Med, European Inst Oncol, I-20141 Milan, Italy
关键词
D O I
10.1109/ICRA57147.2024.10610099
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Lymphadenectomy generally accompanies various oncology surgeries to remove infected cancer cells. However, there are two limitations in robot-assisted lymphadenectomy: 1) lymph nodes are not visible during operation since they are hidden by the superficial fat layer; 2) intra-operative bleeding may occur during lymph node removal caused by collisions between surgical instruments and delicate blood vessels (arteries or veins) near the lymph nodes. Therefore, we propose a framework integrating augmented reality and virtual fixtures to address these limitations. Augmented reality intra-operatively visualizes the hidden lymph nodes by projecting the corresponding 3D pre-operative model, and virtual fixtures are used to provide force feedback to surgeons to avoid possible collisions when they operate the surgical instruments to resect the lymph nodes surrounding the blood vessel. Ten human subjects were invited to perform an emulated lymphadenectomy based on the da Vinci robot in a dry lab. Experimental results demonstrated that the proposed framework can keep localizing the hidden lymph nodes, and reduce the number of collisions (21% and 48% reduction rates using two different force models compared to the standard setup, respectively) between the instruments and the delicate blood vessel during lymph node resection. It shows the potential to enhance the safety of robot-assisted lymphadenectomy.
引用
收藏
页码:3602 / 3608
页数:7
相关论文
共 50 条
  • [1] Towards safer robot-assisted surgery: A markerless augmented reality framework
    Chen, Ziyang
    Cruciani, Laura
    Fan, Ke
    Fontana, Matteo
    Lievore, Elena
    De Cobelli, Ottavio
    Musi, Gennaro
    Ferrigno, Giancarlo
    De Momi, Elena
    NEURAL NETWORKS, 2024, 178
  • [2] Applications for Augmented and Virtual Reality in Robot-Assisted Spine Surgery
    Karen Eliahu
    Jason Liounakos
    Michael Y. Wang
    Current Robotics Reports, 2022, 3 (2): : 33 - 37
  • [3] Haptic virtual fixtures for robot-assisted manipulation
    Abbott, Jake J.
    Marayong, Panadda
    Okamura, Allison M.
    ROBOTICS RESEARCH, 2007, 28 : 49 - +
  • [4] Characterizing the Effects of Adding Virtual and Augmented Reality in Robot-Assisted Training
    Ai, Xupeng
    Santamaria, Victor
    Agrawal, Sunil K.
    IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2024, 32 : 2709 - 2718
  • [5] Evaluation of Virtual Fixtures for Robot-Assisted Cochlear Implant Insertion
    Wilkening, Paul
    Chien, Wade
    Gonenc, Berk
    Niparko, John
    Kang, Jin U.
    Iordachita, Iulian
    Taylor, Russell H.
    2014 5th IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob), 2014, : 332 - 338
  • [6] Virtual Reality Simulators for Robot-assisted Surgery
    Breda, Alberto
    Territo, Angelo
    EUROPEAN UROLOGY, 2016, 69 (06) : 1081 - 1082
  • [7] Augmented Reality supports robot-assisted Kidney Surgery
    Lorenz, Judith
    AKTUELLE UROLOGIE, 2024, 55 (04) : 286 - 286
  • [8] Augmented reality and haptic interfaces for robot-assisted surgery
    Yamamoto, Tomonori
    Abolhassani, Niki
    Jung, Sung
    Okamura, Allison M.
    Judkins, Timothy N.
    INTERNATIONAL JOURNAL OF MEDICAL ROBOTICS AND COMPUTER ASSISTED SURGERY, 2012, 8 (01): : 45 - 56
  • [9] Toward Robot-Assisted Photoacoustic Imaging: Implementation Using the da Vinci Research Kit and Virtual Fixtures
    Moradi, Hamid
    Tang, Shuo
    Salcudean, Septimiu E.
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2019, 4 (02) : 1807 - 1814
  • [10] FIXTURES FOR ROBOT-ASSISTED MANUFACTURING UNITS
    EREMIN, AV
    SOVIET ENGINEERING RESEARCH, 1985, 5 (01): : 47 - 48